- Pub. Date:
- Springer Berlin Heidelberg
This book constitutes the refereed proceedings of the First International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2004, held in Barcelona, Spain in August 2004. The 26 revised full papers presented together with 4 invited papers were carefully reviewed and selected from 53 submissions. The papers are devoted to topics like models for information fusion, aggregation operators, model selection, fuzzy integrals, fuzzy sets, fuzzy multisets, neural learning, rule-based classification systems, fuzzy association rules, algorithmic learning, diagnosis, text categorization, unsupervised aggregation, the Choquet integral, group decision making, preference relations, vague knowledge processing, etc.
|Publisher:||Springer Berlin Heidelberg|
|Series:||Lecture Notes in Computer Science Series , #3131|
|Product dimensions:||6.10(w) x 9.25(h) x 0.03(d)|
Table of Contents
Invited Talks.- to RoboCup Research in Japan.- Fuzzy Integrals.- Fuzzy Qualitative Models to Evaluate the Quality on the Web.- Multisets and Fuzzy Multisets as aFramework of Information Systems.- Regular Papers.- Sk Price Forecasting: Statistical, Classical and Fuzzy Neural Network Approach.- Wavelet Time Shift Properties Integration with Support Vector Machines.- A Study on Weighting Training Patterns for Fuzzy Rule-Based Classification Systems.- A Machine Learning Approach for Modeling Algorithm Performance Predictors.- A Novel Network Traffic Analysis Method Based on Fuzzy Association Rules.- Quantum Computing Based Machine Learning Method and Its Application in Radar Emitter Signal Recognition.- Modeling the Distributed Control of the Lower Urinary Tract Using a Multiagent System.- Mining Diagnostic Taxonomy Using Interval-Based Similarity from Clinical Databases.- Combining Multiple Classifiers Using Dempster’s Rule of Combination for Text Categorization.- An Empirical Analysis of Assessment Errors for Weights and Andness in LSP Criteria.- Reliability of LSP Criteria.- Unsupervised Aggregation by the Choquet Integral Based on Entropy Functionals: Application to the Evaluation of Students.- Preservation of Distinguished Fuzzy Measure Classes by Distortion.- Decision Modelling Using the Choquet Integral.- Measurements of Consensus in Multi-granular Linguistic Group Decision-Making.- On Detecting Interactions in Hayashi’s Second Method of Quantification.- A Generalization of Symbolic Data Analysis Allowing the Processing of Fuzzy Granules.- A Learning Procedure to Estimate Missing Values in Fuzzy Preference Relations Based on Additive Consistency.- Decision Making in aDynamic System Based on Aggregated Fuzzy Preferences.- Object Positioning Based on Partial Preferences.- A Comparative Study of Clustering Methods for Long Time-Series Medical Databases.- Fuzzy Multiset Model and Methods of Nonlinear Document Clustering for Information Retrieval.- A Feature Weighting Approach to Building Classification Models by Interactive Clustering.- A Framework for Representation and Manipulation of Vague Knowledge.- Comparing Transitive Closure with a New T-transitivization Method.- On the Interpretation of Some Fuzzy Integrals.